Spatio-temporal evolution of synergistic development of rural finance and rural economy in China

doi:10.3969/j.issn.1004-1524.20230187

Acta Agriculturae Zhejiangensis ›› 2023, Vol. 35 ›› Issue (12): 2999-3010.DOI: 10.3969/j.issn.1004-1524.20230187

• Agricultural Economy and Development • Previous Articles

Spatio-temporal evolution of synergistic development of rural finance and rural economy in China

LI Haiyang¹(), FU Jingran², YANG Min¹, HAN Xuhan¹, LIAN Wenting¹, ZHU Dezhang¹, TIAN Tianmingzi¹^,^*()

1. Faculty of Management and Economics, Kunming University of Science and Technology, Kunming 600504, China
2. Faculty of Business, Economics and Law, The University of Queensland, Queensland QLD4072, Australia

Received:2023-02-18 Online:2023-12-25 Published:2023-12-27

Abstract

Abstract:

In order to reveal the synergistic high-quality relationship between rural finance and economy development, the spatiotemporal evolution was examined by calculating the high-quality development indexes of rural finance and economy development in 31 provincial administrative regions in China (excluding Hong Kong, Macao, Taiwan) during 2010-2019 and by employing exploratory spatiotemporal data analysis and a coupling coordination degree model. The high-quality levels of rural finance and economy development showed a graded descending pattern from east to west in the 31 provincial administrative regions, and the co-variation trend of the two showed a south-north differentiation regarding the local spatial structure. The synergistic evolutionary process between rural finance and the rural economy was stable and had no antagonistic relationship, and a spatial agglomeration pattern of coupling coordination degree formed gradually. The results showed the benefits of adopting an inter-regional collaborative development mode, optimising the spatial support system and consolidating strengths and addressing weak links to pursue simultaneous and coordinated development efforts. The findings provided feedback for the synergistic high-quality development of rural finance and rural economy.

Key words: high-quality development, synergistic development, spatio-temporal evolution, coupling coordination

CLC Number:

F329.9
K902

LI Haiyang, FU Jingran, YANG Min, HAN Xuhan, LIAN Wenting, ZHU Dezhang, TIAN Tianmingzi. Spatio-temporal evolution of synergistic development of rural finance and rural economy in China[J]. Acta Agriculturae Zhejiangensis, 2023, 35(12): 2999-3010.

Figures/Tables 7

References 21

[1]	KUZNETS S. Economic growth and the contribution of agriculture: notes on measurement[J]. International Journal of Agrarian Affairs, 1961, 3: 1-20.
[2]	张艳彬, 耿槟, 梁颖, 等. “标准地”政策促进现代农业产业高质量发展的作用机制研究[J]. 浙江农业学报, 2023, 35(3):688-697.
	ZHANG Y B, GENG B, LIANG Y, et al. Research on promotion mechanism of “standard land” reform to high quality development of modern agriculture[J]. Acta Agriculturae Zhejiangensis, 2023, 35(3):688-697. (in Chinese with English abstract)
[3]	霍达. 加快实现我国农村经济的高质量发展[J]. 人民论坛·学术前沿, 2020(13): 108-111.
	HUO D. Accelerating the high-quality development of the Chinese rural economy[J]. Frontiers, 2020(13): 108-111. (in Chinese with English abstract)
[4]	马晓河, 胡拥军. “互联网+”推动农村经济高质量发展的总体框架与政策设计[J]. 宏观经济研究, 2020(7): 5-16.
	MA X H, HU Y J. General framework and policy design of ‘internet+’ for promoting high-quality economic development in rural areas[J]. Macroeconomics, 2020(7): 5-16. (in Chinese with English abstract)
[5]	张军扩, 侯永志, 刘培林, 等. 高质量发展的目标要求和战略路径[J]. 管理世界, 2019, 35(7): 1-7.
	ZHANG J K, HOU Y Z, LIU P L, et al. The goals and strategy path of high-quality development[J]. Management World, 2019, 35(7): 1-7. (in Chinese)
[6]	李金昌, 史龙梅, 徐蔼婷. 高质量发展评价指标体系探讨[J]. 统计研究, 2019, 36(1): 4-14.
	LI J C, SHI L M, XU A T. Probe into the assessment indicator system on high-quality development[J]. Statistical Research, 2019, 36(1): 4-14. (in Chinese with English abstract)
[7]	黄永明, 姜泽林. 金融结构、产业集聚与经济高质量发展[J]. 科学学研究, 2019, 37(10): 1775-1785.
	HUANG Y M, JIANG Z L. Financial structure, industry agglomeration and high-quality economic development[J]. Studies in Science of Science, 2019, 37(10): 1775-1785. (in Chinese with English abstract)
[8]	葛永波, 周倬君, 马云倩. 新型农村金融机构可持续发展的影响因素与对策透视[J]. 农业经济问题, 2011, 35(12): 48-54.
	GE Y B, ZHOU Z J, MA Y Q. Factors influencing sustainable development of new rural financial institutions and the countermeasures[J]. Issues in Agricultural Economy, 2011, 35(12): 48-54. (in Chinese with English abstract)
[9]	张林, 李海央, 梁义娟. 农村金融高质量发展: 水平测度与时空演变[J]. 中国农村经济, 2023(1): 115-139.
	ZHANG L, LI H Y, LIANG Y J. High-quality development of rural finance: measurement and spatial-temporal evolution[J]. Chinese Rural Economy, 2023(1): 115-139. (in Chinese with English abstract)
[10]	高耿子. 从二元分割到城乡融合发展新思路: 中国农村经济高质量发展研究[J]. 现代经济探讨, 2020(1):108-116.
	GAO G Z. A new idea of development from dual segmentation to urban-rural integration: a study on the high quality development of China’s rural economy[J]. Modern Economic Research, 2020(1):108-116. (in Chinese with English abstract)
[11]	聂丽, 石凯. 农村金融集聚影响农村经济增长的区域差异与路径选择[J]. 财贸研究, 2021, 32(5):37-48.
	NIE L, SHI K. Regional differences and path selection of rural finance aggregation affecting rural economic growth[J]. Finance and Trade Research, 2021, 32(5):37-48. (in Chinese with English abstract)
[12]	王妍, 孙正林. 乡村振兴背景下我国农村金融资源高效配置研究[J]. 苏州大学学报(哲学社会科学版), 2022, 43(3): 138-148.
	WANG Y, SUN Z L. Research on the efficient allocation of rural financial resources in China in the context of rural revitalization[J]. Journal of Soochow University(Philosophy & Social Science Edition), 2022, 43(3): 138-148. (in Chinese with English abstract)
[13]	SAINT-PAUL G. Technological choice, financial markets and economic development[J]. European Economic Review, 1992, 36(4): 763-781.
[14]	李海央, 朱明月, 马娜. 农村金融高质量发展水平测度与时空分异[J]. 重庆大学学报(社会科学版), 2022, 28(3):39-51.
	LI H Y, ZHU M Y, MA N. Measurement and spatiotemporal differentiation of the level of high-quality development of rural finance[J]. Journal of Chongqing University (Social Science Edition), 2022, 28(3):39-51. (in Chinese with English abstract)
[15]	高培勇, 袁富华, 胡怀国, 等. 高质量发展的动力、机制与治理[J]. 经济研究, 2020, 55(4): 4-19.
	GAO P Y, YUAN F H, HU H G, et al. Motivation, mechanism and governance in high-quality development[J]. Economic Research Journal, 2020, 55(4): 4-19. (in Chinese with English abstract)
[16]	王曙光. 农业农村优先发展与中国经济高质量均衡增长[J]. 人民论坛·学术前沿, 2020(24): 40-51.
	WANG S G. The prioritized development of agriculture and rural areas and high-quality balanced growth of China’s economy[J]. Frontiers, 2020(24): 40-51. (in Chinese with English abstract)
[17]	ANSELIN L, SYABRI I, SMIRNOV O. Visualizing multivariate spatial correlation with dynamically linked windows[EB/OL]. [2023-02-18]. http://europa.nvc.cs.vt.edu/-ctlu/Project/SoftwareTools/multi_lisa.pdf.
[18]	RUSCHE K, KIES U, SCHULTE A. Measuring spatial co-agglomeration patterns by extending ESDA techniques[J]. Jahrbuch Für Regionalwissenschaft, 2011, 31(1): 11-25.
[19]	沈体雁, 于瀚辰. 空间计量经济学[M]. 2版. 北京: 北京大学出版社, 2019.
[20]	REY S J, JANIKAS M V. STARS: space-time analysis of regional systems[J]. Geographical Analysis, 2006, 38(1): 67-86.
[21]	王淑佳, 孔伟, 任亮, 等. 国内耦合协调度模型的误区及修正[J]. 自然资源学报, 2021, 36(3): 793-810.
	WANG S J, KONG W, REN L, et al. Research on misuses and modification of coupling coordination degree model in China[J]. Journal of Natural Resources, 2021, 36(3): 793-810. (in Chinese with English abstract)

目标层 Target layer	一级指标 Primary indicator	二级指标 Secondary indicator	指标含义 Meaning of indicator
农村金融高质量发展 High-quality development of rural finance	量的扩张 Quantity expansion	网点人口覆盖率 Outlet-to-population ratio	(新型农村金融机构网点数+小型农村金融机构网点数)/农村人口数 (Number of outlets of new rural financial institutions+number of outlets of small rural financial institutions)/rural population
		网点地理覆盖率 Outlet-to-area ratio	(新型农村金融机构网点数+小型农村金融机构网点数)/土地面积 (Number of outlets of new rural financial institutions+number of outlets of small rural financial institutions)/land area
		服务人员人口覆盖率 Staff-to-population ratio	(新型农村金融机构服务人员数+小型农村金融机构服务人员数)/农村人口数 (Number of service staff of new rural financial institutions+number of service staff of small rural financial institutions)/rural population
		服务人员地理覆盖率 Staff-to-area ratio	(新型农村金融机构服务人员数+小型农村金融机构服务人员数)/土地面积 (Number of service staff of new rural financial institutions+number of service staff of small rural financial institutions)/land area
		涉农贷款人口覆盖率 Loan-to-population ratio	涉农贷款余额/农村人口数 Balance of agricultural loans/rural population
		涉农贷款地理覆盖率 Loan-to-area ratio	涉农贷款余额/土地面积 Balance of agricultural loans/land area
	质的提升 Quality	不良贷款率 Bad loan ratio	不良贷款余额/总贷款余额 Balance of bad loans/total loan balance
	improvement	农村金融存贷比 Rural loan-to-deposit ratio	涉农贷款余额/存款余额 Balance of agricultural loans/balance held on deposit
		农村金融效率 Rural financial efficiency	农业总产值/涉农贷款余额 Total agricultural output value/balance of agricultural loans
		农村金融结构 Rural financial structure	涉农贷款余额/总贷款余额 Balance of agricultural loans/total loan balance
		农村金融集聚度 Rural financial agglomeration degree	(t时期i省份农村金融从业人数/t时期i省份农业产值)/(t时期全部省份农村金融从业人数/t时期全部省份农业产值) (Number of rural financial practitioners of provincial administrative region i in period t/agricultural output value of provincial administrative region i in period t)/(number of rural financial practitioners in all provincial administrative regions in period t/agricultural output value of all provincial administrative regions in period t)
农村经济高质量发展 High-quality development of rural economy	巩固成果 Achievement consolidation	农村人均可支配收入 Per capita disposable income in rural area	农村居民人均可支配收入 Per capita disposable income of rural residents
		农村居民受教育水平 Educational levels of rural residents	农村居民文盲半文盲人口比重×2+小学文化程度人口比重×6+初中文化程度人口比重×9+高中文化程度人口比重×12+大专及以上文化程度人口比重×16 Percentage of the illiterate and semi-illiterate population among rural residents×2+percentage of the population with primary school education×6+percentage of population with middle school education×9+percentage of population with high school education×12+percentage of population with junior college or above education×16
		医疗人员人口覆盖率 Medical workers-to- population ratio	农村乡村医生和卫生人员数/农村人口数 Number of rural doctors and health workers/rural population
		农村居民人均住房面积 Per capita housing area of rural residents	农村家庭人口平均居住面积 Per capita housing area of rural family
	增强动能 Momentum enhancement	知识产权创造指数 Intellectual property creation index	采自《中国农业知识产权创造指数报告》 Cited from the Report on China’s Agricultural Intellectual Property Creation Indexes
		机械化发展水平 Mechanisation level	用农业机械总动力表征 Represented by the total power of agricultural machinery
		农业比较劳动生产率 Comparative labour productivity	(农业部门产值/总产值)/(农业部门劳动力人数/劳动力总数) (Agricultural output value/total output value)/(number of labourers in the agricultural sector/total number of labourers)
	提升效能 Efficiency improvement	农林牧渔服务业产值比 Output ratio of agriculture, forestry, husbandry and fishery service-to- agriculture	农林牧渔服务业产值/农业总产值 Output value of agriculture, forestry, husbandry and fishery service industry/total output value of agriculture
		耕地复种指数 Sowing ratio	全国播种面积/耕地总面积 National sown area/total area of cultivated land
		万元农业GDP耗水 Water consumption per 10 000 yuan agricultural GDP	农业生产用水量/农业总产值 Water consumption of agricultural production/total agricultural output value
		万元农业GDP耗能 Energy consumption per 10 000 yuan agricultural GDP	农业生产用电量/农业总产值 Electricity consumption of agricultural production/total agricultural output value
	畅通循环 Unimpeded circulation	市场化水平 Marketization level	采自《中国分省份市场化指数报告》 Cited from the Report on Marketization Indexes of Chinese Provinces
		农产品国际市场商品率 Export ratio of agricultural products	农产品出口总额/农林牧渔业总产值 Total export value of agricultural products/total output value of agriculture, forestry, husbandry and fishery industries

目标层 Target layer	一级指标 Primary indicator	二级指标 Secondary indicator	指标含义 Meaning of indicator
农村金融高质量发展 High-quality development of rural finance	量的扩张 Quantity expansion	网点人口覆盖率 Outlet-to-population ratio	(新型农村金融机构网点数+小型农村金融机构网点数)/农村人口数 (Number of outlets of new rural financial institutions+number of outlets of small rural financial institutions)/rural population
		网点地理覆盖率 Outlet-to-area ratio	(新型农村金融机构网点数+小型农村金融机构网点数)/土地面积 (Number of outlets of new rural financial institutions+number of outlets of small rural financial institutions)/land area
		服务人员人口覆盖率 Staff-to-population ratio	(新型农村金融机构服务人员数+小型农村金融机构服务人员数)/农村人口数 (Number of service staff of new rural financial institutions+number of service staff of small rural financial institutions)/rural population
		服务人员地理覆盖率 Staff-to-area ratio	(新型农村金融机构服务人员数+小型农村金融机构服务人员数)/土地面积 (Number of service staff of new rural financial institutions+number of service staff of small rural financial institutions)/land area
		涉农贷款人口覆盖率 Loan-to-population ratio	涉农贷款余额/农村人口数 Balance of agricultural loans/rural population
		涉农贷款地理覆盖率 Loan-to-area ratio	涉农贷款余额/土地面积 Balance of agricultural loans/land area
	质的提升 Quality	不良贷款率 Bad loan ratio	不良贷款余额/总贷款余额 Balance of bad loans/total loan balance
	improvement	农村金融存贷比 Rural loan-to-deposit ratio	涉农贷款余额/存款余额 Balance of agricultural loans/balance held on deposit
		农村金融效率 Rural financial efficiency	农业总产值/涉农贷款余额 Total agricultural output value/balance of agricultural loans
		农村金融结构 Rural financial structure	涉农贷款余额/总贷款余额 Balance of agricultural loans/total loan balance
		农村金融集聚度 Rural financial agglomeration degree	(t时期i省份农村金融从业人数/t时期i省份农业产值)/(t时期全部省份农村金融从业人数/t时期全部省份农业产值) (Number of rural financial practitioners of provincial administrative region i in period t/agricultural output value of provincial administrative region i in period t)/(number of rural financial practitioners in all provincial administrative regions in period t/agricultural output value of all provincial administrative regions in period t)
农村经济高质量发展 High-quality development of rural economy	巩固成果 Achievement consolidation	农村人均可支配收入 Per capita disposable income in rural area	农村居民人均可支配收入 Per capita disposable income of rural residents
		农村居民受教育水平 Educational levels of rural residents	农村居民文盲半文盲人口比重×2+小学文化程度人口比重×6+初中文化程度人口比重×9+高中文化程度人口比重×12+大专及以上文化程度人口比重×16 Percentage of the illiterate and semi-illiterate population among rural residents×2+percentage of the population with primary school education×6+percentage of population with middle school education×9+percentage of population with high school education×12+percentage of population with junior college or above education×16
		医疗人员人口覆盖率 Medical workers-to- population ratio	农村乡村医生和卫生人员数/农村人口数 Number of rural doctors and health workers/rural population
		农村居民人均住房面积 Per capita housing area of rural residents	农村家庭人口平均居住面积 Per capita housing area of rural family
	增强动能 Momentum enhancement	知识产权创造指数 Intellectual property creation index	采自《中国农业知识产权创造指数报告》 Cited from the Report on China’s Agricultural Intellectual Property Creation Indexes
		机械化发展水平 Mechanisation level	用农业机械总动力表征 Represented by the total power of agricultural machinery
		农业比较劳动生产率 Comparative labour productivity	(农业部门产值/总产值)/(农业部门劳动力人数/劳动力总数) (Agricultural output value/total output value)/(number of labourers in the agricultural sector/total number of labourers)
	提升效能 Efficiency improvement	农林牧渔服务业产值比 Output ratio of agriculture, forestry, husbandry and fishery service-to- agriculture	农林牧渔服务业产值/农业总产值 Output value of agriculture, forestry, husbandry and fishery service industry/total output value of agriculture
		耕地复种指数 Sowing ratio	全国播种面积/耕地总面积 National sown area/total area of cultivated land
		万元农业GDP耗水 Water consumption per 10 000 yuan agricultural GDP	农业生产用水量/农业总产值 Water consumption of agricultural production/total agricultural output value
		万元农业GDP耗能 Energy consumption per 10 000 yuan agricultural GDP	农业生产用电量/农业总产值 Electricity consumption of agricultural production/total agricultural output value
	畅通循环 Unimpeded circulation	市场化水平 Marketization level	采自《中国分省份市场化指数报告》 Cited from the Report on Marketization Indexes of Chinese Provinces
		农产品国际市场商品率 Export ratio of agricultural products	农产品出口总额/农林牧渔业总产值 Total export value of agricultural products/total output value of agriculture, forestry, husbandry and fishery industries

目标层	统计项	2010	2011	2012	2013	2014	2015	2016	2017	2018	2019
Target layer	Statistic
农村金融高质量发展	均值Mean	0.228	0.239	0.246	0.257	0.265	0.270	0.270	0.276	0.275	0.284
High-quality development	中位数Median	0.206	0.210	0.209	0.210	0.212	0.215	0.220	0.231	0.229	0.226
of rural finance	极差Range	0.272	0.340	0.419	0.505	0.552	0.565	0.522	0.531	0.493	0.513
	标准差Standard deviation	0.072	0.087	0.100	0.117	0.129	0.134	0.129	0.133	0.130	0.137
农村经济高质量发展	均值Mean	0.220	0.228	0.230	0.228	0.235	0.236	0.232	0.237	0.240	0.241
High-quality development	中位数Median	0.183	0.191	0.196	0.197	0.202	0.208	0.206	0.209	0.212	0.212
of rural economy	极差Range	0.457	0.457	0.455	0.454	0.467	0.468	0.489	0.497	0.505	0.495
	标准差Standard deviation	0.111	0.115	0.112	0.110	0.109	0.106	0.107	0.114	0.121	0.120

目标层	统计项	2010	2011	2012	2013	2014	2015	2016	2017	2018	2019
Target layer	Statistic
农村金融高质量发展	均值Mean	0.228	0.239	0.246	0.257	0.265	0.270	0.270	0.276	0.275	0.284
High-quality development	中位数Median	0.206	0.210	0.209	0.210	0.212	0.215	0.220	0.231	0.229	0.226
of rural finance	极差Range	0.272	0.340	0.419	0.505	0.552	0.565	0.522	0.531	0.493	0.513
	标准差Standard deviation	0.072	0.087	0.100	0.117	0.129	0.134	0.129	0.133	0.130	0.137
农村经济高质量发展	均值Mean	0.220	0.228	0.230	0.228	0.235	0.236	0.232	0.237	0.240	0.241
High-quality development	中位数Median	0.183	0.191	0.196	0.197	0.202	0.208	0.206	0.209	0.212	0.212
of rural economy	极差Range	0.457	0.457	0.455	0.454	0.467	0.468	0.489	0.497	0.505	0.495
	标准差Standard deviation	0.111	0.115	0.112	0.110	0.109	0.106	0.107	0.114	0.121	0.120

省级行政区 Provincial administrative region	农村金融Rural finance				农村经济Rural economy
省级行政区 Provincial administrative region	2010	2013	2016	2019	2010	2013	2016	2019
安徽Anhui	RL	M	M	RH	M	M	RH	RH
北京Beijing	RH	H	H	H	H	H	H	H
福建Fujian	RL	M	RH	RH	RH	RH	RH	RH
甘肃Gansu	RL	RL	RL	RL	M	M	M	RL
广东Guangdong	RL	M	RH	RH	RH	RH	RH	RH
广西Guangxi	RL	RL	RL	RL	M	M	M	M
贵州Guizhou	RL	RL	M	RH	RL	RL	RL	M
海南Hainan	RL	RL	RL	RL	RL	RL	RL	RL
河北Hebei	M	M	M	RH	RH	RH	M	RH
河南Henan	RH	RH	RH	RH	RH	RH	RH	RH
黑龙江Heilongjiang	RL	M	M	M	M	M	M	M
湖北Hubei	RL	RL	RL	RL	M	M	M	M
湖南Hunan	M	RL	RL	M	M	M	RH	RH
吉林Jilin	RL	RL	RL	RL	M	M	M	M
江苏Jiangsu	RH	H	H	H	RH	RH	RH	RH
江西Jiangxi	RL	RL	M	RH	M	M	M	M
辽宁Liaoning	L	RL	RL	RL	RH	M	M	M
内蒙古Inner Mongolia	RL	RL	RL	M	RL	RL	RL	RL
宁夏Ningxia	L	RL	RL	RL	L	L	RL	RL
青海Qinghai	L	L	RL	RL	L	L	L	L
山东Shandong	RH	RH	H	H	H	H	H	H
山西Shanxi	RL	RH	RH	RH	RL	RL	RL	RL
陕西Shaanxi	L	L	L	RL	RL	M	M	RL
上海Shanghai	H	H	H	H	H	H	H	H
四川Sichuan	RL	RL	RL	RL	M	M	M	M
天津Tianjin	RH	H	H	H	RH	RH	RH	RH
西藏Xizang	RL	L	L	L	L	RL	RL	RL
新疆Xinjiang	M	RL	RL	RL	M	M	M	M
云南Yunnan	L	RL	L	RL	M	M	M	M
浙江Zhejiang	H	H	H	H	RH	RH	RH	RH
重庆Chongqing	L	RL	RL	RL	RL	RL	M	M

Spatio-temporal evolution of synergistic development of rural finance and rural economy in China

RichHTML

PDF (PC)

Knowledge

Abstract

Cite this article

share this article

Figures/Tables 7

References 21

Related Articles 6

Recommended Articles

Metrics

Comments

指标Index	2010	2011	2012	2013	2014	2015	2016	2017	2018	2019
BGMI	0.460	0.476	0.477	0.482	0.489	0.491	0.490	0.491	0.493	0.504
Z	4.501	4.734	4.777	4.838	4.927	4.951	4.934	4.977	4.985	5.105
P	0.001	0.001	0.001	0.001	0.001	0.001	0.001	0.001	0.001	0.001

周期Period	0°~90°	90°~180°	180°~270°	270°~360°
2010—2013	山西、江苏、湖北、贵州、重庆、云南、福建、广东、上海 Shanxi, Jiangsu, Hubei, Guizhou, Chongqing, Yunnan, Fujian, Guangdong, Shanghai	山东、河南、安徽、浙江、江西、湖南、广西、海南 Shandong, Henan, Anhui, Zhejiang, Jiangxi, Hunan, Guangxi, Hainan	吉林、新疆、河北、西藏 Jilin, Xinjiang, Hebei, Xizang	黑龙江、内蒙古、北京、甘肃、宁夏、青海、陕西、四川、天津、辽宁 Heilongjiang, Inner Mongolia, Beijing, Gansu, Ningxia, Qinghai, Shaanxi, Sichuan, Tianjin, Liaoning
2013—2016	山东、甘肃、江苏、安徽、西藏、贵州、重庆、江西、广东 Shandong, Gansu, Jiangsu, Anhui, Xizang, Guizhou, Chongqing, Jiangxi, Guangdong	湖北、浙江、四川、湖南、云南、广西、上海 Hubei, Zhejiang, Sichuan, Hunan, Yunnan, Guangxi, Shanghai	黑龙江、内蒙古、新疆、北京、山西、河北、河南、宁夏、陕西、海南、辽宁 Heilongjiang, Inner Mongolia, Xinjiang, Beijing, Shanxi, Hebei, Henan, Ningxia, Shaanxi, Hainan, Liaoning	吉林、青海、福建、天津 Jilin, Qinghai, Fujian, Tianjin
2016—2019	重庆、湖北、河北、陕西 Chongqing, Hubei, Hebei, Shaanxi	甘肃、青海、天津、湖南、云南、黑龙江、新疆、山西、辽宁 Gansu, Qinghai, Tianjin, Hunan, Yunnan, Heilongjiang, Xinjiang, Shanxi, Liaoning	吉林、福建、四川、广西、上海、河南 Jilin, Fujian, Sichuan, Guangxi, Shanghai, Henan	山东、江苏、安徽、西藏、贵州、江西、广东、浙江、内蒙古、北京、宁夏、海南 Shandong, Jiangsu, Anhui, Xizang, Guizhou, Jiangxi, Guangdong, Zhejiang, Inner Mongolia, Beijing, Ningxia, Hainan

2010年的空间类型 Spatial type in 2010	2019年的空间类型Spatial type in 2019
2010年的空间类型 Spatial type in 2010	HH	LH	LL	HL
HH	22.58	3.23	0	0
LH	3.23	9.67	0	0
LL	0	0	54.83	3.23
HL	0	0	3.23	0

[1]	ZENG Xiaochun, LI Suicheng, SHI Guanqing, XING Zeyu. Comprehensive evaluation of China’s regional agricultural quality development level based on entropy weight TOPSIS under background of carbon peaking and carbon neutrality goals: from perspective of change speed [J]. Acta Agriculturae Zhejiangensis, 2023, 35(4): 962-972.
[2]	LI Junrong, LIN Rongri. Measurement and influencing factors of coupling coordination degree between rural revitalization and new urbanization in China [J]. Acta Agriculturae Zhejiangensis, 2023, 35(10): 2477-2489.
[3]	DONG Yanmin, YAN Fengxian. Spatial-temporal characteristics and coordination of agricultural high-quality development in China [J]. Acta Agriculturae Zhejiangensis, 2021, 33(1): 170-182.
[4]	YU Bin, WANG Weifang. Technological innovation empowered by ownership structure optimization:an empirical study based on panel data of Zhejiang agricultural leading enterprises [J]. , 2020, 32(5): 931-940.
[5]	FU Linlin, MAO Xiaobao, MAO Xiaohong, LI Haitao, WANG Jin. Comprehensive evaluation on sustainable development level of agriculture and regional difference in Zhejiang Province: based on high-quality development perspective [J]. , 2020, 32(10): 1880-1889.
[6]	LI Ping\\|guang1，2， LI Song1， GUO Lu\\|ming1， LIU Chen1， QI Qun\\|gao1，*. Analysis on coupling coordination between intensive urban land use and urbanization in Xinjiang Province [J]. , 2014, 26(6): 1688-.

省级行政区 Provincial administrative region	耦合度Coupling degree				耦合协调度Coupling coordination degree
省级行政区 Provincial administrative region	2010	2013	2016	2019	2010	2013	2016	2019
安徽Anhui	0.963	0.986	0.986	0.996	0.440	0.467	0.500	0.519
北京Beijing	0.934	0.984	1.000	0.937	0.582	0.622	0.615	0.675
福建Fujian	0.948	0.945	0.962	0.976	0.473	0.516	0.536	0.540
甘肃Gansu	0.975	0.989	0.920	0.899	0.445	0.433	0.402	0.389
广东Guangdong	0.967	0.971	0.977	0.980	0.490	0.519	0.527	0.538
广西Guangxi	0.906	0.938	0.992	0.991	0.409	0.427	0.449	0.449
贵州Guizhou	0.816	0.813	0.849	0.801	0.356	0.363	0.397	0.408
海南Hainan	0.869	0.879	0.885	0.875	0.391	0.384	0.382	0.387
河北Hebei	0.976	0.981	0.988	0.980	0.511	0.523	0.495	0.504
河南Henan	0.999	0.997	0.989	0.999	0.544	0.554	0.550	0.562
黑龙江Heilongjiang	0.959	0.945	0.986	0.994	0.446	0.467	0.480	0.481
湖北Hubei	0.996	0.997	0.985	0.986	0.423	0.440	0.451	0.461
湖南Hunan	0.998	0.990	0.981	0.979	0.474	0.477	0.478	0.487
吉林Jilin	0.912	0.904	0.858	0.903	0.402	0.393	0.399	0.400
江苏Jiangsu	0.960	0.895	0.881	0.858	0.545	0.574	0.607	0.624
江西Jiangxi	0.944	0.909	0.912	0.855	0.423	0.413	0.426	0.455
辽宁Liaoning	0.960	0.975	0.991	0.993	0.449	0.462	0.454	0.453
内蒙古Inner Mongolia	0.822	0.830	0.829	0.838	0.365	0.381	0.384	0.399
宁夏Ningxia	0.767	0.726	0.763	0.717	0.319	0.326	0.339	0.338
青海Qinghai	0.719	0.722	0.705	0.729	0.282	0.301	0.311	0.321
山东Shandong	0.913	0.946	0.975	0.985	0.585	0.620	0.633	0.652
山西Shanxi	0.816	0.767	0.724	0.706	0.378	0.394	0.380	0.380
陕西Shaanxi	0.976	0.949	0.971	0.928	0.380	0.393	0.396	0.390
上海Shanghai	0.945	0.977	0.979	0.979	0.670	0.742	0.770	0.779
四川Sichuan	0.986	0.978	0.995	0.984	0.422	0.433	0.447	0.445
天津Tianjin	0.991	0.889	0.829	0.821	0.591	0.595	0.590	0.565
西藏Xizang	0.753	0.983	0.992	0.999	0.324	0.321	0.347	0.373
新疆Xinjiang	0.857	0.873	0.950	0.956	0.408	0.397	0.420	0.415
云南Yunnan	0.959	0.973	0.983	0.994	0.391	0.410	0.431	0.427
浙江Zhejiang	0.913	0.861	0.850	0.835	0.582	0.627	0.627	0.643
重庆Chongqing	0.846	0.860	0.926	0.903	0.343	0.371	0.414	0.415

省级行政区 Provincial administrative region	耦合度Coupling degree				耦合协调度Coupling coordination degree
省级行政区 Provincial administrative region	2010	2013	2016	2019	2010	2013	2016	2019
安徽Anhui	0.963	0.986	0.986	0.996	0.440	0.467	0.500	0.519
北京Beijing	0.934	0.984	1.000	0.937	0.582	0.622	0.615	0.675
福建Fujian	0.948	0.945	0.962	0.976	0.473	0.516	0.536	0.540
甘肃Gansu	0.975	0.989	0.920	0.899	0.445	0.433	0.402	0.389
广东Guangdong	0.967	0.971	0.977	0.980	0.490	0.519	0.527	0.538
广西Guangxi	0.906	0.938	0.992	0.991	0.409	0.427	0.449	0.449
贵州Guizhou	0.816	0.813	0.849	0.801	0.356	0.363	0.397	0.408
海南Hainan	0.869	0.879	0.885	0.875	0.391	0.384	0.382	0.387
河北Hebei	0.976	0.981	0.988	0.980	0.511	0.523	0.495	0.504
河南Henan	0.999	0.997	0.989	0.999	0.544	0.554	0.550	0.562
黑龙江Heilongjiang	0.959	0.945	0.986	0.994	0.446	0.467	0.480	0.481
湖北Hubei	0.996	0.997	0.985	0.986	0.423	0.440	0.451	0.461
湖南Hunan	0.998	0.990	0.981	0.979	0.474	0.477	0.478	0.487
吉林Jilin	0.912	0.904	0.858	0.903	0.402	0.393	0.399	0.400
江苏Jiangsu	0.960	0.895	0.881	0.858	0.545	0.574	0.607	0.624
江西Jiangxi	0.944	0.909	0.912	0.855	0.423	0.413	0.426	0.455
辽宁Liaoning	0.960	0.975	0.991	0.993	0.449	0.462	0.454	0.453
内蒙古Inner Mongolia	0.822	0.830	0.829	0.838	0.365	0.381	0.384	0.399
宁夏Ningxia	0.767	0.726	0.763	0.717	0.319	0.326	0.339	0.338
青海Qinghai	0.719	0.722	0.705	0.729	0.282	0.301	0.311	0.321
山东Shandong	0.913	0.946	0.975	0.985	0.585	0.620	0.633	0.652
山西Shanxi	0.816	0.767	0.724	0.706	0.378	0.394	0.380	0.380
陕西Shaanxi	0.976	0.949	0.971	0.928	0.380	0.393	0.396	0.390
上海Shanghai	0.945	0.977	0.979	0.979	0.670	0.742	0.770	0.779
四川Sichuan	0.986	0.978	0.995	0.984	0.422	0.433	0.447	0.445
天津Tianjin	0.991	0.889	0.829	0.821	0.591	0.595	0.590	0.565
西藏Xizang	0.753	0.983	0.992	0.999	0.324	0.321	0.347	0.373
新疆Xinjiang	0.857	0.873	0.950	0.956	0.408	0.397	0.420	0.415
云南Yunnan	0.959	0.973	0.983	0.994	0.391	0.410	0.431	0.427
浙江Zhejiang	0.913	0.861	0.850	0.835	0.582	0.627	0.627	0.643
重庆Chongqing	0.846	0.860	0.926	0.903	0.343	0.371	0.414	0.415